| /* Copyright 2020 The TensorFlow Authors. All Rights Reserved. |
| |
| Licensed under the Apache License, Version 2.0 (the "License"); |
| you may not use this file except in compliance with the License. |
| You may obtain a copy of the License at |
| |
| http://www.apache.org/licenses/LICENSE-2.0 |
| |
| Unless required by applicable law or agreed to in writing, software |
| distributed under the License is distributed on an "AS IS" BASIS, |
| WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| See the License for the specific language governing permissions and |
| limitations under the License. |
| ==============================================================================*/ |
| |
| #ifndef TENSORFLOW_LITE_MICRO_KERNELS_CONV_TEST_H_ |
| #define TENSORFLOW_LITE_MICRO_KERNELS_CONV_TEST_H_ |
| |
| #include "tensorflow/lite/c/builtin_op_data.h" |
| #include "tensorflow/lite/c/common.h" |
| #include "tensorflow/lite/micro/kernels/kernel_runner.h" |
| #include "tensorflow/lite/micro/kernels/micro_ops.h" |
| #include "tensorflow/lite/micro/test_helpers.h" |
| #include "tensorflow/lite/micro/testing/micro_test.h" |
| |
| namespace tflite { |
| namespace testing { |
| |
| TfLiteStatus InvokeConv(TfLiteTensor* tensors, int tensors_size, |
| int output_length, TfLiteConvParams* conv_params, |
| TFLMRegistration registration, float* output_data); |
| |
| TfLiteStatus InvokeConv(TfLiteTensor* tensors, int tensors_size, |
| int output_length, TfLiteConvParams* conv_params, |
| TFLMRegistration registration, int8_t* output_data); |
| |
| TfLiteStatus ValidateConvGoldens(TfLiteTensor* tensors, int tensors_size, |
| const float* expected_output_data, |
| int output_length, |
| TfLiteConvParams* conv_params, |
| TFLMRegistration registration, |
| float* output_data, float tolerance = 1e-5); |
| |
| TfLiteStatus ValidateConvGoldens(TfLiteTensor* tensors, int tensors_size, |
| const int8_t* expected_output_data, |
| int output_length, |
| TfLiteConvParams* conv_params, |
| TFLMRegistration registration, |
| int8_t* output_data, float tolerance = 1e-5); |
| |
| TfLiteStatus TestConvFloat(int* input_dims_data, const float* input_data, |
| int* filter_dims_data, const float* filter_data, |
| int* bias_dims_data, const float* bias_data, |
| int* output_dims_data, |
| const float* expected_output_data, |
| TfLiteConvParams* conv_params, |
| TFLMRegistration registration, float* output_data); |
| |
| TfLiteStatus TestConvQuantizedPerChannel( |
| int* input_dims_data, const float* input_data, int8_t* input_quantized, |
| float input_scale, int input_zero_point, int* filter_dims_data, |
| const float* filter_data, int8_t* filter_data_quantized, |
| int* bias_dims_data, const float* bias_data, int32_t* bias_data_quantized, |
| float* bias_scales, int* bias_zero_points, int* output_dims_data, |
| const float* expected_output_data, int8_t* expected_output_data_quantized, |
| float output_scale, int output_zero_point, TfLiteConvParams* conv_params, |
| TFLMRegistration registration, int8_t* output_data, |
| TfLiteType tensor_weight_type = kTfLiteNoType); |
| |
| TfLiteStatus TestConvQuantizedPerChannel( |
| int* input_dims_data, const float* input_data, int16_t* input_quantized, |
| float input_scale, int input_zero_point, int* filter_dims_data, |
| const float* filter_data, int8_t* filter_data_quantized, |
| int* bias_dims_data, const float* bias_data, |
| std::int64_t* bias_data_quantized, float* bias_scales, |
| int* bias_zero_points, int* output_dims_data, |
| const float* expected_output_data, int16_t* expected_output_data_quantized, |
| float output_scale, int output_zero_point, TfLiteConvParams* conv_params, |
| TFLMRegistration registration, int16_t* output_data); |
| |
| TfLiteStatus TestConvQuantizedPerChannel( |
| int* input_dims_data, const float* input_data, int16_t* input_quantized, |
| float input_scale, int input_zero_point, int* filter_dims_data, |
| const float* filter_data, int8_t* filter_data_quantized, |
| int* bias_dims_data, const float* bias_data, int32_t* bias_data_quantized, |
| float* bias_scales, int* bias_zero_points, int* output_dims_data, |
| const float* expected_output_data, int16_t* expected_output_data_quantized, |
| float output_scale, int output_zero_point, TfLiteConvParams* conv_params, |
| TFLMRegistration registration, int16_t* output_data); |
| |
| } // namespace testing |
| } // namespace tflite |
| |
| #endif // TENSORFLOW_LITE_MICRO_KERNELS_CONV_TEST_H_ |